What would be the dress code to visit the museum

Come as you are.

Casual and modest ;-)

Casual or dressed up. We saw people both ways when we visited.

Respectfully

I went casual. Also, if you have a bag that you don't want to carry, you can check it in at the desk

Casual. But some people do get dressed up.